GLM 5.3 Flash vs Inkling Small
Price, context window & benchmark comparison
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Verdict: GLM 5.3 Flash is 12.9× cheaper than Inkling Small on a typical 3:1 input/output mix. GLM 5.3 Flash scores higher on the Artificial Analysis Intelligence Index (27.8 vs 12.9). GLM 5.3 Flash has the larger context window (1M vs 524K).
| GLM 5.3 Flash | Inkling Small | |
|---|---|---|
| Input price / 1M | $0.0399 | $0.45 |
| Output price / 1M | $0.0784 | $1.20 |
| Blended price (3:1) | $0.0495 | $0.64 |
| Cached input / 1M | $0.03 | $0.10 |
| Context window | 1M | 524K |
| Max output | 131K | 262K |
| Intelligence index | 27.8 | 12.9 |
| Coding index | 71.5 | 52.9 |
| Providers | 42 | — |
| Best provider uptime (30m) | 100.0% | — |
| Vision input | Yes | Yes |
| Reasoning | Yes | Yes |
| Tool calling | Yes | Yes |
| Released | 2026-08-26 | 2026-07-30 |
| Retirement | — | — |
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FAQ
Which is cheaper, GLM 5.3 Flash or Inkling Small?
GLM 5.3 Flash is 12.9× cheaper than Inkling Small on a typical 3:1 input/output mix.
GLM 5.3 Flash vs Inkling Small: which has a bigger context window?
GLM 5.3 Flash: 1,048,576 tokens. Inkling Small: 524,288 tokens.
How much would 1 million requests cost?
At 2,000 input + 500 output tokens per request: GLM 5.3 Flash ≈ $119.00, Inkling Small ≈ $1,500.
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